Automated Quality-Controlled Cardiovascular Magnetic Resonance Pericardial Fat Quantification Using a Convolutional Neural Network in the UK Biobank

Background: Pericardial adipose tissue (PAT) may represent a novel risk marker for cardiovascular disease. However, absence of rapid radiation-free PAT quantification methods has precluded its examination in large cohorts. Objectives: We developed a fully automated quality-controlled tool for cardio...

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Detalhes bibliográficos
Publicado no:Front Cardiovasc Med
Main Authors: Bard, Andrew, Raisi-Estabragh, Zahra, Ardissino, Maddalena, Lee, Aaron Mark, Pugliese, Francesca, Dey, Damini, Sarkar, Sandip, Munroe, Patricia B., Neubauer, Stefan, Harvey, Nicholas C., Petersen, Steffen E.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Cardiovascular Medicine
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8294033/
https://ncbi.nlm.nih.gov/pubmed/34307493
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fcvm.2021.677574
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